Triple

T7201987
Position Surface form Disambiguated ID Type / Status
Subject North Aurora, Illinois E168768 entity
Predicate hasPublicService P6352 FINISHED
Object North Aurora Fire Protection District
North Aurora Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of North Aurora, Illinois.
 E648816 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: North Aurora Fire Protection District | Statement: [North Aurora, Illinois, hasPublicService, North Aurora Fire Protection District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Aurora Fire Protection District
Context triple: [North Aurora, Illinois, hasPublicService, North Aurora Fire Protection District]
  • A. Warrenville Fire Protection District
    Warrenville Fire Protection District is the agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Warrenville, Illinois.
  • B. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • C. Tri-State Fire Protection District
    Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
  • D. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • E. Bensenville Fire Protection District
    Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: North Aurora Fire Protection District
Triple: [North Aurora, Illinois, hasPublicService, North Aurora Fire Protection District]
Generated description
North Aurora Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of North Aurora, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Aurora Fire Protection District
Target entity description: North Aurora Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of North Aurora, Illinois.
  • A. Warrenville Fire Protection District
    Warrenville Fire Protection District is the agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Warrenville, Illinois.
  • B. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • C. Tri-State Fire Protection District
    Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
  • D. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • E. Bensenville Fire Protection District
    Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e94971508190bb38184c9af2fe51 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfb0f4688190a677b818a0b3619c completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c09957d881909847e8bf3cf25b92 completed March 28, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7c123c4b48190a76fb869f7abc553 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:52 p.m.